CROSS-REFERENCE TO RELATED APPLICATIONThis application claims priority from U.S. Provisional Application, Ser. No. 61/605,307 filed Mar. 1, 2012 for AUTOMATED TRACK SURVEYING AND DITCHING, the disclosure of which is incorporated herein by reference.
BACKGROUND OF THE INVENTION1. Field of the Invention
This invention relates generally to railroad maintenance and, more particularly, to methods of surveying railroad track beds in conjunction with position recording and performing track maintenance operations, such as maintenance of drainage ditching along the track bed, based on the survey results.
2. Background & Description of the Related Art
Conventional railroads in the United States and elsewhere are formed by a compacted subgrade, a bed of gravel ballast, wooden cross-ties positioned upon and within the ballast, and parallel steel rails secured to the ties. Variations of construction occur at road and bridge crossings, at switch points, and in other circumstances. The ballast beneath and between the ties stabilizes the positions of the ties, keeps the rails level, and provides some cushioning of the composite structure for loads imposed by rail traffic. Ballast in good condition is porous which allows rainwater and snow melt to drain through it and away from the railroad. This is desirable because standing water in the ballast can cause deterioration of the track and ties, the ballast, and the subgrade.
Water from the ballast needs to be drained away from the subgrade. To accomplish this, a ditch may be formed along one or both sides of a railway. The ditch line should be sloped slightly, to positively drain water toward a drainage point, which may be a natural body of water, a drainage structure such as a culvert, or the like. If the ditch is not constructed properly, water can pool up or drain away to an unforeseen location, possibly causing undesired effects such as erosion or the like.
Conventional ditch construction and maintenance can be laborious, often requiring surveying type measurements to maintain an accurate pitch of the ditch line. Although initial ditch construction can be automated, such as by the use of machinery similar to those shown in U.S. Pat. Nos. 4,723,898 and 4,736,534, which are incorporated herein by reference, ditch maintenance may require not only removal of soil material but also the replacement of soil which has been eroded away.
Methods for automated surveying for ballast maintenance are known. Such methods often employ LIDAR (light detection and ranging) scanning of the railway along with concurrent recording of position coordinates, such as by GPS (global positioning system) or GNSS (global navigation satellite system), IMU (inertial measurement unit), wheel encoders, or combinations thereof. Such automated surveying methods typically generate graphic ballast profiles which can be used to determine amounts of ballast needed to replace ballast which has been dislodged by vibrations, weather, and the like. Methods for spreading railroad ballast with location control based on data received from position coordinate systems are disclosed in U.S. Pat. Nos. 6,526,339 and 7,152,347, which are incorporated herein by reference.
SUMMARY OF THE INVENTIONThe present invention provides embodiments of a method for automatically surveying a section of a railway to capture data that represent planar snapshots of the railway which are associated with position coordinates along the railway. The data can be processed to determine amounts of soil to be removed or replaced which are keyed to the position coordinates of track locations.
In an embodiment of the method, a survey vehicle is moved along the railway as a position coordinate system determines position coordinates of the vehicle and enters them into a survey computer system. As the survey vehicle moves along the railway, an optical scanning system scans the track at regular intervals to gather optical data points which are stored in the survey computer along with position coordinates and time stamps. At the same time, photographic images are recorded along with position coordinates and stored in the survey computer. While these operations are occurring, locations of drainage points may entered into the survey computer.
The optical data points are subsequently processed to derive localized ditch profiles which are compared to ditch templates representing a desired position, shape, and depth of the ditching at the specific location. Area differences are accumulated along designated units of length of the railway to determine unit volumes of soil or soil units to be excavated or deposited to achieve the desired ditch profile. In an embodiment of the method, the ditch profiles are graphically overlaid on the ditch templates corresponding to the location thereof to create ditch overlays which are graphic images of the amount of material needed to be excavated or deposited referenced to the position coordinates associated with the ditch profiles. The ditch templates are created to pitch the ditch line toward a local drainage point.
The soil units are then analyzed, by a computer, by an analyst, or both to determine if the soil units appear to be appropriate and to detect any anomalies in the soil units. If such anomalous soil units are detected, images corresponding to the track location are reviewed to determine the possible reason for the anomalous soil units. If necessary, the anomalous soil units can be adjusted to more appropriate amounts. Once the anomalous soil units are adjusted, the ditch overlays for the locations having anomalous soils are also adjusted. The set of ditch overlays can then be entered into a computer system on an excavator which is provided with position coordinate systems. When the excavator is positioned along the section of railway for maintenance of the ditch, the ditch overlay associated with the current location can be retrieved and viewed by the operator for guidance in excavating or replacing soil in the ditch to achieve the desired profile at that location.
The survey vehicle may, for example, be a road vehicle such as a pick-up truck equipped with retractable flanged wheels for traveling on rails, such as a Hy-Rail equipped vehicle (trademark of Harsco Technologies LLC). The position coordinate system may include an IMU, a GPS receiver including a GPS antenna, and a wheel encoder. The IMU generally includes accelerometers and gyroscopes which detect accelerations along and rotations about specific axes and convey data representing such accelerations and rotations to the survey computer system which then determines position coordinates of the current location and orientation relative to a previous reference location. The GPS receiver continually determines position coordinates of the GPS antenna and stores the position data in the survey computer. Data from the GPS receiver may be used to regularly establish a new reference location for the IMU. The wheel encoder device determines the distance traveled by the survey vehicle along the railway and stores such position data in the survey computer. Position data from the IMU, the GPS receiver, and the wheel encoder can be compared for accuracy. Additionally, if the GPS is unable to receive signals because of terrain or intervening structures, the position of the survey vehicle can still be logged by the IMU and the wheel encoder until the GPS receiver is again able to lock onto signals from the GPS satellites.
The optical scanning system may be a laser scanning system, also referred to as a LIDAR system. A LIDAR scanning system operates somewhat like a radar system in that it activates a laser beam and measures the time of reflection back to a sensor and converts the return time to a distance. The return time or distance is recorded along with azimuth and elevation angles of the laser beam, the current position coordinates, and a time stamp. The scene may be scanned in a rectangular raster pattern, that is vertically stacked horizontal lines or horizontally stacked vertical lines or in a radial manner. The results of a complete scan of a given scene provide a set of data points representing a coarse three dimensional image of the scene. The data points can be processed using trigonometric operations or other methods to detect only data points in a single vertical plane transverse to the track, with known position coordinates. Data points within the plane representing a survey profile of the ditch at the recorded position coordinates can then be extracted. Systems for scanning railways to obtain ballast profiles are known in the art, such as described in U.S. Pat. No. 6,976,324, which is incorporated herein by reference. In an embodiment of the invention, LIDAR scanner units are mounted on the survey vehicle in spaced apart relation. Data points from the scanner units can be processed by software to “stitch” common data points together to form the vertical plane and ditch survey profile.
As the survey vehicle is being moved along the track, photographic images are also being recorded along with position coordinates. The photographic imaging can be conventional digital video frames which can later be displayed in motion to analyze an area of the railway or which can be slowed or stopped for more detailed analysis. In addition to the recording of conventional video images, an embodiment of the invention also records digital panoramic images along with position coordinates at intervals along the railway. The panoramic images may be quasi-spherical panoramic images similar to the types of images displayed in Street View on Google Maps (trademarks of Google, Inc. maps.google.com) which are formatted for viewing using an internet browser. The viewer can pan the spherical image around a full 360° and tilt up and down for an extensive view of scene. Camera systems for recording such spherical panoramic images are commercially available and are similar to that described in U.S. Pat. No. 5,703,604, which is incorporated herein by reference.
An operator of the survey crew may use a logging terminal, such as another computer or computer device interfaced to survey computer system, to mark end points of drainage points, such as streams and drainage structures such as culverts, canals, and the like. The end points of the drainage points are recorded by logging the position coordinates of the survey vehicle at the time the end points are marked and may include time stamps.
When the survey is complete, the collected data may be processed to refine the position coordinates to enhance the accuracy of the survey. Afterward, the optical scan data is processed to determine the area differences between standard ditch templates and the surveyed ditch profiles at corresponding position coordinates. The ditch templates may vary according to the contour of the land on which the railway right of way is located. It is desirable to provide a pitch to the ditch which will positively drain water away from the track bed at higher locations toward drainage points. For this reason, the depth of the ditch from template to template may vary to accomplish this purpose. The ditch templates may be created prior to conducting the survey.
The ditch profiles are overlaid on the corresponding ditch templates to determine areas of difference therebetween. The area differences may be averaged along a unit length of the track and multiplied by the unit length to derive soil excavation or deposition volumes or soil units. The position data may mark the beginning and end of a unit length of the section of railway. The ditch overlays are compiled into a ditch data file along with associated position coordinates. The ditch data file also includes data representing the ends of drainage points.
Before the ditch data file is entered into an excavator computer, the data is processed or reviewed, or both, for anomalies in the soil units. For example, data indicating excavation or deposition of excessive amounts of soil may indicate an anomaly in the shape of the substructure of the railway. When anomalies are detected or discovered, the photographic images for corresponding sections of the railway section may be reviewed to determine if adjustments in the ditch overlays may be necessary.
Once all necessary adjustments to the ditch overlays have been made, the adjusted ditch data file can be entered into the excavator computer for display to the excavator operator in associated with position coordinates of the excavator apparatus as guidance to the operator in excavation of local areas of the ditch or depositing soil therein to achieve the desired ditch profile.
Various objects and advantages of the present invention will become apparent from the following description taken in conjunction with the accompanying drawings wherein are set forth, by way of illustration and example, certain embodiments of this invention.
The drawings constitute a part of this specification, include exemplary embodiments of the present invention, and illustrate various objects and features thereof.
BRIEF DESCRIPTION OF THE DRAWINGSFIG. 1 is a diagrammatic perspective view of a survey vehicle for use in an automated track surveying and ditch maintenance system of the present invention.
FIG. 2 is a diagrammatic rear elevational view of the survey vehicle for use in the automated track surveying and ditch maintenance system.
FIG. 3 is a diagrammatic top plan view of the automated track surveying and ditch maintenance system.
FIG. 4 is a block diagram showing principal components of an embodiment of a survey vehicle computer system for use in the automated track surveying and ditch maintenance system.
FIG. 5 is a block diagram showing principal components of an embodiment of an excavator computer system for use in the present invention.
FIG. 6 is a flow diagram of principle steps in an embodiment of an automated track surveying and ditch maintenance method according to the present invention.
FIG. 7 is a diagrammatic view of an embodiment of a cross sectional ditch overlay according to the present invention, formed by a ditch profile and a ditch template to show the amount of soil material needed to be removed from an existing ditch to contour the ditch to the ditch template.
FIG. 8 is a fragmentary diagrammatic top plan view of a short section of a railway and shows reference axes of the railway and components of the track bed and ditch.
FIG. 9 is a side elevational view of an embodiment of an excavator apparatus for use in the present invention.
FIG. 10 is a top plan view of the excavator apparatus.
FIGS. 11-15 are fragmentary side elevational views illustrating a plurality of pivot axes of an excavator arm and bucket of the excavator apparatus for remotely determining the position of portions of the excavator bucket.
FIG. 16 is a flow diagram illustrating a data validation procedure according to the present invention.
DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENTSAs required, detailed embodiments of the present invention are disclosed herein; however, it is to be understood that the disclosed embodiments are merely exemplary of the invention, which may be embodied in various forms. Therefore, specific structural and functional details disclosed herein are not to be interpreted as limiting, but merely as a basis for the claims and as a representative basis for teaching one skilled in the art to variously employ the present invention in virtually any appropriately detailed structure.
Referring to the drawings in more detail, the reference number1 (FIG. 6) generally designates an embodiment of an automated track surveying and ditching or ditch maintenance method according to the present invention. The method1 generally includes optically scanning along intervals of a section of a railway2 (FIGS. 7 and 8), deriving data sets representing the cross sectional shape of aditch3 at each interval, comparing the existing shape of the ditch with a shape which promotes needed drainage of the railway, and using the differences between the actual shape and the desired shape as guidance to the operator of an excavator apparatus4 (FIGS. 5,9, and10) to remove or deposit soil to achieve the desired shaped of theditch3.
A ballast survey vehicle8 (FIGS. 1-4) is equipped with ditchingsurvey apparatus5. The illustratedsurvey apparatus5 includes a survey computer anddata storage system10 which may include one or more computers and may be referred to as thesurvey computer system10. Thesurvey apparatus5 includes one or more position coordinate determiningdevices12, such as an inertial measurement unit (IMU)14 which is an instrument with sets of accelerometers and gyroscopes (not shown) which determine accelerations along and rotations about sets of axes and stores data representing such accelerations and rotations in thesurvey computer system10. Thecomputer10 uses data from the IMU to determine a change in position and orientation relative to a reference position. The illustrated position coordinate determiningdevices12 include aGPS receiver16 having aGPS antenna18 which determines position coordinates of theGPS antenna18 by processing signals received from GPS satellites. The position data from theGPS receiver16 can be used to periodically establish a new reference position for theIMU14. The position coordinate determiningdevices12 may also include awheel encoder20 engaged with a wheel of thesurvey vehicle8. TheIMU14 andwheel encoder20 may act as the primary position coordinatedevices12 if theGPS receiver16 fails to lock onto sufficiently reliable GPS signals because of terrain, intervening structures, or for other reasons. The position coordinatedevices12 are interfaced to thesurvey computer system10 and provide their position coordinate data thereto at regular intervals.
The ditchingsurvey apparatus5 includes an optical scanning device, such asLIDAR scanner devices22. The illustratedLIDAR scanners22 scan scenes of therailway section2 at regular intervals by scanning a laser beam across or about the track scene in a rectangular or radial pattern, periodically activating the beam and measuring the time of arrival of a reflection from the beam, converting the reflection time to a distance, and storing distance data for each beam activation along with azimuth and elevation angles, current position coordinates, and a time stamp in an optical survey data file within thesurvey computer system10. In an embodiment of the ditchingsurvey apparatus5, a pair of horizontally separatedLIDAR scanner devices22 are mounted on thesurvey vehicle8 and perform independent scans of scenes of therailway section2. Thescanner devices22 may be mounted so that one scanner scans from the left side of the track and over past the right side of the track while the other scanner scans from the right side of the track and over past the left side of the track. The scanned data can generally be stitched together by known software to create an image including data from both sides of the track and therebetween. Thesurvey vehicle8, as illustrated inFIGS. 1-3, may be a pickup truck equipped with retractableflanged wheels24 to enable it to travel along therailway2.
The ditchingsurvey apparatus5 includesimage recording devices26 which record images of scenes of the railway section at intervals therealong concurrent with the optical scanning by the LIDAR scanner device ordevices22. The illustratedimage recording devices26 include adigital video camera28 and a digitalpanoramic camera30. Thedigital video camera28 records conventional digital video data, including digital motion picture frames as thesurvey vehicle8 is moved along therailway section2. The digital picture frames are associated with position coordinate data provided by the position coordinatedevices12. The digital video data is stored in thesurvey computer system10 and can subsequently be replayed at the recorded rate or at slowed rates or stopped frames for detailed analysis of the environment of a particular location along therailway section2. The illustrated digitalpanoramic camera30 records data representing 360° quasi-spherical panoramic images of scenes of therailway section2 at regular intervals therealong which are associated with position coordinate data provided by the position coordinatedevices12. The digital panoramic image data is stored in thesurvey computer system10 and can subsequently be interactively viewed with internet browser type software to display 360° panoramic views of particular locations along the surveyedrailway section2.
The ditchingsurvey apparatus5 may include loggingterminal34 which is interfaced to thesurvey computer system10 into which a survey operator riding in thesurvey vehicle8 enters end points of drainage points along therailway section2. The end points are defined by position coordinates current at the time of entry.
Ditching data and corresponding position coordinates generated by the ditchingsurvey apparatus5 will be used by the operator of the excavator apparatus4 (FIGS. 5,9, and10) for guidance in removing or excavating soil from the existingditch3 or depositing soil therein. Referring toFIG. 5, the illustratedexcavator apparatus4 has an excavator controller orcomputer44 including acomputer display46 which is used by the excavator operator to display ditch overlays48 which graphically illustrate the existing ditch profile at the current location along therailway2 and the desired ditch template shape. Position coordinatedevices54 are interfaced to theexcavator computer44 and provide position coordinates of theexcavator apparatus4 thereto. The position of theexcavator apparatus4 can be referenced as a vertical axis of rotation of a portion of the excavator apparatus, as will be described further below. The position coordinatedevices54 may include an inertial measurement unit (IMU)56, aGPS receiver58 with aGPS antenna60, and awheel encoder62. Theexcavator computer44 has excavator arm andbucket encoders64 interfaced thereto, as will be described further below.
Referring toFIG. 6, in an embodiment of the automated track surveying and ditching method1, thesurvey vehicle8 is moved along a section of arailway2 atstep75 while position coordinates are logged into thesurvey computer system10 atstep77, using theIMU14, theGPS receiver16, and thewheel encoder20. As thesurvey vehicle8 is moved along the railway section, scenes of the railway section are optically scanned at regular intervals atstep79 by the LIDAR scanner device ordevices22, and optical data points are stored in an optical data file in thesurvey computer system10 along with current position coordinates. As theoptical scanning79 is occurring, digital photographic images are recorded atstep81 by thevideo camera28 and thepanoramic camera30 and stored in thesurvey computer system10 along with current position coordinates. Finally, the end locations of drainage points are entered into thecomputer system10 along with position coordinates, atstep83, such as by a survey operator using thelogging terminal34.
When a ditch survey run has been completed, the optical data file is processed atstep85 to derive ditch survey profiles87 (FIG. 7) at intervals along therailway section2. Asurvey profile87 represents the shape of theditch3 at a vertical plane transverse to the track at a particular logged position along the railway section. Thesurvey profile87 is formed from a plurality of LIDAR data points extending across a vertical plane extending generally transverse to a longitudinal axis or center line of the track bed. Thesurvey profile87 is compared to astandard ballast template89, which represents the desired shape of the ballast at the corresponding location, by overlaying theprofile87 with aditch template89 for the corresponding location, to form aditch overlay48. The shape of aditch template89 may vary depending on the local circumstances associated with a particular portion of the railway, such as the pitch of a ditch line required to positively drain runoff toward a local drainage point, or the like. Theoverlays48 can be further processed to determine volume or weight units of soil, or soil units, to be excavated or deposited in theditch3 corresponding to selected intervals along therailway2. The ditch overlays48 and soil units are stored in a ditch data file. The optical data file may also be processed to refine the accuracy of the position coordinate data prior to deriving the ditch overlays48 and soil units.
The ditch data file may be processed atstep91 to detect anomalies in the soil units, and/or it may be reviewed by an analyst to discover such anomalies. Anomalies in the soil units are values which are significantly different from expected ranges. If anomalous soil units are detected or discovered, images corresponding geographically to the unit weights are reviewed atstep93 to determine the environment of the railway in the vicinity of the railway unit length. Theprocessing step91 and reviewingstep93 form a data validation procedure94 (FIGS. 6 and 16), which will be described in greater detail below. The images reviewed are the images recorded atstep81. If necessary, anomalies in the ditch overlays48 can be adjusted atstep95 to provide more appropriate shapes as determined by the image review atstep93. When all the required adjustments have been made, the ditch data file, including the ditch overlays48 with associated position data, is ready for entering into theexcavator computer44 atstep97. The ditch overlays48 are displayed on theexcavator computer display46 and used by the operator of theexcavator apparatus4 as a guide to shaping the existing shape of theditch3 at a particular location to the desired shape.
FIGS. 7 and 8 diagrammatically illustrate an exemplary section of arailway2 and coordinate references relating thereto. The illustratedtrack structure100 includes a sub-grade or sub-ballast102 on which a bed ofballast104 is disposed. Railroad ties106 are imbedded in theballast104 and support the parallel rails108. Theditch3 is formed bysloped ditch sides110 which line opposite sides of aditch bottom112. A center line between inboard or gauge sides of top surfaces of therails108 forms anX axis115.A Y axis117 extends transversely through the top surfaces of therails108 perpendicular to and intersecting theX axis115.A Z axis119 is defined at the intersection of theY axis117 and theX axis115 and, on a straight section of therailway2, is vertical. Transverse distances are referenced from theX axis115 in a direction parallel to theY axis117. Vertical distances are referenced to theY axis117 in a direction parallel to theZ axis119.FIG. 7 is aditch overlay48 illustrating aditch profile87 of an existingditch3 combined with aditch template89 which locally optimizes theditch3 for required drainage functionality.
FIGS. 9 and 10 illustrate an embodiment of anexcavator apparatus4 which may be employed in the ditching method1 of the present invention. The illustratedexcavator apparatus4 includes arailway car125 having a crawler type service vehicle orexcavator127 positioned thereon. Therailway car125 is a shallow gondola type car havingcrawler rails129 positioned on top of side walls thereof. Thevehicle127 hasflanged wheels131 which engage therails129 to enable movement therealong. At least one pair of thewheels131 are driven to propel thevehicle127 along therails129. Thecar125 may be one of a group of similar cars forming a “consist” (not shown) which may include a type of locomotive (not shown) to propel thecars125 along therailway2. In an embodiment of theexcavator apparatus4, such a locomotive is provided at each end of the consist ofcars100. Ends of therails129 of the consist are in such proximity that theservice vehicle127 can travel from one car to the next. Thecar125 has ashallow hopper133 to receive soil removed from theditch3 and from which soil may be obtained to deposit into aditch3 to raise the level of the bottom112 of a portion of theditch3. Additional details of an excavator apparatus similar to theapparatus4 can be found in U.S. Published Application No. 2003/0205162, which is incorporated herein by reference.
The illustratedexcavator127 includes anexcavator frame135 on which thewheels131 are journaled and a boom chassis orexcavator chassis137 including an operator'scab139 which is pivotally mounted on theframe135 for pivoting about a generally vertical chassis axis136 which, in the method1, corresponds to theZ axis119. Thevertical axis119/136 may function as a position reference for theexcavator apparatus4 and may be offset from theexcavator GPS antenna60. Theexcavator127 includes motors (not shown) for propelling thedrive wheels131 and for rotating thechassis137 relative to theframe135. Theexcavator127 includes alift boom141 pivotally connected to thechassis137 at a pivot A (FIG. 11) and anarm143 pivotally connected to an outer end of theboom141 at a pivot B.A bucket assembly145 is pivotally connected to an outer end of thearm143 at a pivot G (FIG. 12). Theillustrated boom141 has an angled shape and is pivoted relative to thechassis137 by a pair ofboom cylinders147 pivotally connected between thechassis137 and theboom141. Thearm143 is pivoted relative to theboom141 by anarm cylinder149 pivotally connected between theboom141 and thearm143. Thebucket assembly145 is pivoted relative to thearm143 by abucket tilt cylinder151. Preferably, thebucket assembly145 can also be twisted relative to thearm143 by a twist motor (not shown). Theboom141,arm143,bucket assembly145, and the cylinders147-151 form abucket articulation assembly153. The illustratedbucket assembly145 includes a closedsided scoop155 andbucket teeth157 extending from thescoop155.
Referring toFIGS. 11-15, the pivot A between theboom141 and thechassis137 is located at a measurable and known distance from the chassis axis136; the pivot B between thearm143 and theboom141 is located at a measurable and known distance from the pivot A; the pivot G between thebucket assembly145 and thearm143 is at a measurable and known distance from the pivot B; and the tips J of thebucket teeth157 are at a measurable and known distance from the pivot G. Each of the pivots A, B, and G and at the chassis axis136 is provided with one of the arm andbucket encoders64 which determine the angular orientation of the elements joined at such pivots. In addition, the height H (FIG. 9) of the pivot A above the top of therails108 is measurable and known. Height H, also corresponds to the vertical position of pivot A along the Z-axis119 above the Y-axis117 or the plane defined by theX-axis115 and Y-axis117. With the measured and known distances between the pivots entered into theexcavator computer44 and the current angular values of the pivots communicated to thecomputer44, the current transverse and vertical position of the tips J of thebucket teeth157 can be determined by thecomputer44 using trigonometric operations. Such transverse and vertical positions of the tips J may be displayed graphically and/or numerically on thecomputer display46 to guide the excavator operator in shaping local portions of theditch3 to the requiredtemplate89 associated with the current position coordinates.
The transverse position of the tips J relative to or along the Y-axis117 is determined with reference to or from theX-axis115 or the Z-axis119 or from the vertical plane defined by the intersection of theX-axis115 and the Z-axis119. The vertical position of the tips J relative to or along the Z-axis119 is determined with reference to or from the Y-axis117 or theX-axis115 or from the plane defined by theX-axis115 and the Y-axis117. The position coordinates or x, y, and z coordinates are all measured from the intersections of the X, Y, and Z axes115,117, and119. With the Z-axis119 corresponding to the chassis axis136 extending vertically through theexcavator127, the Y-axis117 is then determined by the position of theexcavator vehicle127 along the railway rails108, which then also establishes theX-axis115 as the center line parallel to the sides of therails108 and perpendicular to the Y-axis.
FIG. 16 illustrates adata validation procedure94 according to the present invention. At astart200 of theprocedure94, a data validation tool or software is used atstep202 to check the accuracy of the file of ditch overlays48. Atstep204, the video and image data is reviewed to verify “track point match physical points”. Atstep206, theditch overlay48 data is processed to find outliers, that is, values out of set ranges. Such outliers are recorded in outlier reports. Atstep208, a ditch altitude outlier report is reviewed. Similarly, atstep212, a ditch distance from the track outlier report is reviewed. Outliers in either ditch altitude or ditch transverse distance from the track found atsteps210 or214 cause the procedure to branch back to step204 for visual review. The outlier values can be adjusted to fall within the set ranges, or can be left as is, based on review of the image data instep204. When all the outliers have been adjusted, a process smoothing algorithm is run atstep216 to create a smoothed ditch line from a high location along the track to a drainage location. Atstep218, the current ditch line, or ditch line prior to smoothing, is visually inspected using the image data. Similarly, atstep220, the smoothed ditch line is visually inspected. Atstep222, the cut/fill tonnage analysis along the track is reviewed, while the change in slope analysis is reviewed atstep224. If adjustments are needed atstep226, the algorithm variables, such as bandwidth and iterations, are adjusted atstep228, and the current segment points to be included or excluded are adjusted atstep230. Theprocess smoothing algorithm216 is repeated, followed bysteps218,220,222,224, and226 until no further adjustments are required. When no further adjustments are needed, the data is exported to theexcavator computer44 for use on theexcavator apparatus4 atstep232, and thedata validation procedure94 ends atstep234.
With the data stored onexcavator computer44, anexcavator apparatus4 including arailway car125 andexcavator127 is moved along a section ofrailway2 to a first selected location to begin ditch maintenance. In one embodiment, the chassis axis136 is selected as the Z-axis119 at the first selected location with theX-axis115 and Y-axis117 at the first selected location being referenced from the Z-axis119 at the first location. Aditch overlay48 corresponding to the interval aligned with the Y-axis117 at the first selected location is displayed on thedisplay46 when theexcavator boom141,arm143 andbucket assembly145 are extended generally perpendicular to therailway car125 at the first selected location and along the Y-axis117. Theexcavator127 may then be operated either manually or automatically by theexcavator computer44 to excavate or deposit soil as needed to eliminate differences between theditch templates89 and the ditch profiles87 at the intervals accessible with thebucket145 of the excavator from the first selected location. As theexcavator chassis137 pivots and theboom141 andarm143 are pivotally adjusted to reach sections of the ditch in front of and behind the Y-axis117 at the first selected location, theditch overlay48 displayed ondisplay46 will include theditch template89 andditch profile87 associated with the Y-axis117 extending through thebucket assembly145 at the position offset from the Y-axis117 at the first selected location.
Once the operator or controller has operated the excavator to modify theditch profile87 to correspond to theditch templates89 in the area that can be reasonably reached by theexcavator bucket assembly145 from the first selected location, theexcavator127 is moved or re-positioned along therailway car125 to a second selected location, such that the chassis axis136 moves and is then associated with a new Z-axis119. Theexcavator127 is then operated from the second selected location to excavate or deposit soil as needed to eliminate differences between theditch templates89 and the ditch profiles87 at intervals accessible with thebucket145 of theexcavator127 at the second selected location. This process typically starts with theexcavator127 located at a first end of a consist ofrailway cars125 and theexcavator127 moving incrementally to the opposite end of the consist. Once theexcavator127 reaches the opposite end of the consist, the entire consist is moved farther along therailway2 until the first end of the consist is located near where the opposite end of the consist was located prior to repositioning of the consist. Theexcavator127 moves back to the first end of the consist and then incrementally moves back to the opposite end while performing the previously described ditch maintenance steps.
In a preferred embodiment it is foreseen that theexcavator controller44 will be programmed to control the operation of theexcavator127 with an operator having the ability to override thecontroller44 and take control of the excavator operation. Such overrides may be desired where for example, the operator determines that theditch template89 at a selected interval may not provide the desired drainage or an obstacle exists in the field that was not recognized in the surveying and imaging steps.
It is to be understood that while certain forms of the present invention have been illustrated and described herein, it is not to be limited to the specific forms or arrangement of parts described and shown.